~/talks

Yuan Tang

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titleconferencedate
Welcome + Opening RemarksCloud Native AI + Kubeflow Day 20262026-03-23
Welcome to the combined Cloud Native AI + Kubeflow Day with opening remarks that list concrete next steps: Kubernetes AI conformance specs 133–135 and a coming…
Organiser on
Evolving KServe: The Unified Model Inference Platform For Both...KubeCon + CloudNativeCon Europe 20262026-03-23
KServe announces a release that extends predictive-serving features to LLMs with a purpose-built llm-d CRD, support for disaggregated inference (separate…
Lightning on
KServe Next: Advancing Generative AI Model ServingCloud Native + Kubernetes AI Day North America 20252025-11-10
KServe v0.17 introduces a dedicated LLMInferenceService CRD with model and KV caching, integration with the Envoy AI Gateway, and RMD integration for…
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Closing RemarksCloud Native + Kubernetes AI Day North America 20252025-11-10
Event wraps with explicit logistics: sponsors include platinum, diamond, and startup sponsors and attendance is strong, with organizers noting a high turnout…
Organiser
Welcome + Opening RemarksCloud Native + Kubernetes AI Day Europe 20252025-04-01
Opening remarks set the conference frame that running AI on Kubernetes is normal now and the urgent problem is efficiency not feasibility, tracing evolution…
Organiser on
Engaging the Kubeflow Community: Building an Enterprise-Ready AI/ML PlatformCloud Native + Kubernetes AI Day Europe 20252025-04-01
Kubeflow now stitches operators and tools like Knative, Istio, KServe, the Trainer operator, KFP pipelines, model-registry and Spark operator into a composable…
Panel on
Kubeflow Ecosystem: What’s Next for Cloud Native AI/ML and LLMOpsKubeCon + CloudNativeCon Europe 20252025-04-01
Kubeflow announces the 1.0 release and stitches concrete LLMOps pieces: a donated Spark Operator now in the ecosystem with a benchmark of 60,000 Spark apps…
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Advancements in AI/ML Inference Workloads on Kubernetes From WG Serving and Ecosystem ProjectsKubeCon + CloudNativeCon Europe 20252025-04-01
WG Serving reports one year of work: it ships an inference-perf benchmark library (Python, VRM support, CR GPT dataset) to identify autoscaling metrics and…
Talk on
Advancing Cloud Native AI Innovation Through Open CollaborationCloud Native + Kubernetes AI Day NA 20242024-11-12
Red Hat positions its cloud native AI stack as 100% open source, building Red Hat OpenShift AI and Red Hat Enterprise Linux AI from upstream tools while…
Talk on
Welcome + Opening RemarksCloud Native AI Day Europe 20242024-03-19
Opening remarks lay out concrete logistics and focal projects: 15 talks 9:15–17:00 with a panel at noon and a reception at 17:30, live captioning and…
Organiser on
Managing Thousands of Automatic Machine Learning Experiments with...ArgoCon 20222022-09-19
Katib plus Argo Workflows runs hyperparameter tuning where each trial can spawn a full Argo workflow, letting preprocessing be cached and skipped via Argo…
Talk on
Lightning Talk: Automating Map-building Pipelines for Safe Autonomous Driving...ArgoCon 20222022-09-19
TuSimple automates its map-building pipelines using Argo Workflows on Kubernetes to get open-source introspection, high availability and horizontal…
Lightning on
FreeTensor: A Free-form DSL with Holistic Optimizations for Irregular Tensor ProgramsPLDI 20222022-06-13
A Python-embedded DSL and compiler that compiles loop-based, irregular tensor code to native CPU/GPU kernels, using polyhedral analysis via isl to enable legal…
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Unveil the Secret Ingredients for Argo CD in the Enterprise-ScaleKubeCon + CloudNativeCon + Open Source Summit China 20212021-12-09
Argo CD handles thousands of apps by running distinct services: repo server for git cloning and on‑the‑fly manifest generation, application controller for…
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Large Scale Distributed Deep Learning on Kubernetes ClustersKubeCon + CloudNativeCon + Open Source Summit China 20192019-06-24
Compares tf-operator and mpi-operator on Kubernetes for large-scale TensorFlow training, showing they use different distribution strategies: parameter server…
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Large Scale Distributed Deep Learning on Kubernetes ClustersKubeCon + CloudNativeCon China 20192019-06-24
Compares deployment of distributed TensorFlow on Kubernetes using tf-operator vs mpi-operator, measuring how different distribution strategies…
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Large Scale Distributed Deep Learning with Kubernetes OperatorsKubeCon + CloudNativeCon Europe 20192019-05-20
Kubernetes operators automate large-scale training by mapping distribution strategies to CRDs and runtimes: tf-operator (Parameter Server) manages PS-style…
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